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aditya-grover
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climate-learn
Source code for ClimateLearn
MIT License
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Fix `nc2npz.py` for processing constants fields.
#126
arthurfeeney
opened
3 days ago
0
How to get ERA5 constants?
#125
arthurfeeney
opened
3 days ago
1
Could you please share the checkpoints of the downscaling results in paper?
#124
Teenye
opened
1 month ago
4
Zero mean for precipitation
#123
DariaTan
opened
6 months ago
0
Add these datasets to the Hugging Face hub?
#122
vargpt
opened
6 months ago
0
Question Regarding Bilinear Interpolation for Downscaling before DL models
#121
Escape142
closed
7 months ago
7
downscaling script
#120
Escape142
closed
7 months ago
0
Updated pyproject.toml file
#119
omid-bagheri-cee
closed
8 months ago
0
map_dataset.setup() keeps crashing
#118
blue-ocean-climate
opened
12 months ago
0
ImportError for the command "from climate_learn.data import DataModule"
#117
jdberman
opened
1 year ago
3
Error when downloading the high-res data
#116
CalibrationMe
closed
1 year ago
1
Update CODEOWNERS
#115
jasonjewik
closed
1 year ago
1
CMIP6 data processing
#114
ajikmr
closed
1 year ago
6
include arxiv paper and update citation guide in readme
#113
tung-nd
closed
1 year ago
0
added randomized lead time pretraining, calculation of rmse on train set
#112
rohanshah13
closed
1 year ago
1
Save predictions as an `nc` file at test time
#111
patel-zeel
opened
1 year ago
1
Table 3 (Downscaling experiments results) reports `RMSE` and not `LatWeightedRMSE`
#110
patel-zeel
closed
1 year ago
3
delete unnecessary log files
#109
tung-nd
closed
1 year ago
0
CI Fixes
#108
jasonjewik
closed
1 year ago
0
v1 release
#107
jasonjewik
closed
1 year ago
0
Statistical Downscaling of other ERA5 Variables
#106
jovidsilva
closed
1 year ago
3
merge tung exps
#105
prakhar6sharma
closed
1 year ago
0
Fix ViT
#104
jasonjewik
closed
1 year ago
0
Refactor stacked climate dataset
#103
prakhar6sharma
closed
1 year ago
2
Current ViT implementation works with timm 0.6.12 and not with 0.9.2
#102
prakhar6sharma
closed
1 year ago
2
Fixed bug in building years to iterate for a given load_chunk() call …
#101
prakhar6sharma
closed
1 year ago
0
Refactor model and metrics
#100
jasonjewik
closed
1 year ago
12
TypeError: DataModule.__init__() got an unexpected keyword argument 'dataset'
#99
linustws
closed
1 year ago
16
Remove unused config files
#98
jasonjewik
closed
1 year ago
1
Eager loading from netcdf files using load_dataset()
#97
prakhar6sharma
closed
1 year ago
0
Enforced data dtype in ERA5 to np.float32
#96
prakhar6sharma
closed
1 year ago
0
Climatology bug fixed in shard dataset
#95
prakhar6sharma
closed
1 year ago
0
Climatology is incorrect shape for forecasting with history
#94
jasonjewik
closed
1 year ago
4
Made args in create_copy optional
#93
prakhar6sharma
closed
1 year ago
0
Prefetching for __iter__() in ShardDataset
#92
prakhar6sharma
closed
1 year ago
0
ShardDataset doesn't work for DDP
#91
prakhar6sharma
closed
1 year ago
1
Data folder under the climate-learn has missing docs
#90
prakhar6sharma
closed
1 year ago
0
Deterministic randomness in ShardDataset
#89
prakhar6sharma
closed
1 year ago
1
Model Refactor
#88
jasonjewik
closed
1 year ago
5
Separated Notebooks
#87
bulaienTang
closed
1 year ago
3
Add new tutorial notebooks to the refactor tier module PR
#86
prakhar6sharma
closed
1 year ago
0
Changing order of variables drastically affects model performance (DataModule)
#85
se0ngbin
closed
1 year ago
12
Temporal robustness
#84
srikeerthi207
closed
1 year ago
4
Bug in the persistence baseline for forecasting
#83
prakhar6sharma
closed
1 year ago
2
Update tutorial notebooks
#82
jasonjewik
closed
1 year ago
1
Refactor iter module along with support for efficient data loading for ERA5 using chunks
#81
prakhar6sharma
closed
1 year ago
5
Forecasting doesn't implement subsampling
#80
prakhar6sharma
closed
1 year ago
0
added subsampling for iterdatamodule
#79
se0ngbin
closed
1 year ago
1
Uncertainty metrics
#78
bulaienTang
closed
1 year ago
1
Update CODEOWNERS
#77
jasonjewik
closed
1 year ago
1
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